No abstract

Personalized nutrition is fast becoming a reality due to a number of technological, scientific, and societal developments that complement and extend current public health nutrition recommendations. Personalized nutrition tailors dietary recommendations to specific biological requirements on the basis of a person’s health status and goals. The biology underpinning these recommendations is complex, and thus any recommendations must account for multiple biological processes and subprocesses occurring in various tissues and must be formed with an appreciation for how these processes interact with dietary nutrients and environmental factors. Therefore, a systems biology–based approach that considers the most relevant interacting biological mechanisms is necessary to formulate the best recommendations to help people meet their wellness goals. Here, the concept of “systems flexibility” is introduced to personalized nutrition biology. Systems flexibility allows the real-time evaluation of metabolism and other processes that maintain homeostasis following an environmental challenge, thereby enabling the formulation of personalized recommendations. Examples in the area of macro- and micronutrients are reviewed. Genetic variations and performance goals are integrated into this systems approach to provide a strategy for a balanced evaluation and an introduction to personalized nutrition. Finally, modeling approaches that combine personalized diagnosis and nutritional intervention into practice are reviewed.

Collagen is the main protein component of the extracellular matrix of bone, and it has structural and instructive properties. Collagen undergoes many post-translational modifications, including extensive crosslinking. Although defective crosslinking has been implicated in human syndromes (e.g., osteogenesis imperfecta or Ehlers-Danlos syndrome), it is not clear to what extent crosslinking is necessary for collagen's instructive properties during bone formation. Here we report that inhibition of collagen crosslinking in the mouse pre-osteoblast cell line MC3T3-E1 impairs the osteogenic program. Genome-wide expression profiling of beta-aminopropionitrile-treated and control cells revealed that matrix deposition by MC3T3-E1 cells provides a feed back signal, driving cells through the differentiation process, that is strongly impaired when crosslinking is inhibited. Inhibition of crosslinking did not affect osteogenic differentiation of human mesenchymal stem cells (hMSCs), shown by the expression of alkaline phosphatase and genome-wide gene expression analysis, although it enhances matrix mineralization. In conclusion, collagen crosslinking harbors instructive properties in MC3T3-E1 differentiation but plays a more-passive role in differentiation of bone marrow-derived hMSCs.

Human mesenchymal stem cells (hMSCs) are being considered for several areas of clinical therapy, due to their multipotent nature. For instance, osteogenic hMSCs are applied in bone tissue engineering, but current differentiation protocols need further optimization before they can be clinically applied. Protein kinase C (PKC) family members have been implicated in bone metabolism, which prompted us to use a pharmaceutical approach to manipulate PKC signalling in hMSCs. Inhibition of PKC resulted in a dose-dependent inhibition of dexamethasone-induced osteogenic differentiation. Surprisingly, PKC activation using phorbol 12-myristate 13-acetate (PMA) also resulted in inhibition of osteogenesis, although we observed that inhibition was more pronounced at low than at high concentrations of PMA. Furthermore, we observed that inhibition of PKCdelta blocked alkaline phosphatase (ALP, an early marker of osteogenic differentiation) expression, whereas inhibition of the conventional PKC subfamily and PKCmicro using Gö6976 resulted in an induction of ALP activity, collagen (I) expression and mineralization. In conclusion, inhibition of the conventional PKCs/PKCmicro and activation of PKCdelta could further benefit osteogenic differentiation of hMSCs in vitro and in vivo, which is currently under investigation.